All Articles
Gemini API × PostgreSQL Complete Implementation Guide — Building an AI-Driven Database Optimization System for Production
A complete production-ready guide to automating PostgreSQL optimization with Gemini 2.5 Pro — covering Text-to-SQL generation, EXPLAIN plan analysis, index recommendations, and schema reviews using Python and FastAPI.
Gemini API SDK Version Mismatch & Install Errors: How to Fix Them
A step-by-step troubleshooting guide for Gemini API SDK install failures and version mismatch errors in Python and Node.js projects.
Gemini 2.0 Multimodal and Live API: The
A deep dive into Gemini 2.0's two flagship capabilities: multimodal processing and the Live API. Covers image, video, and audio handling alongside real-time streaming conversation — everything you need to build rich, interactive applications with the Gemini API.
Gemini API Semantic Router: Implementation Notes for Splitting Flash and Pro Smartly
Implementation notes for building a production-grade semantic router that automatically dispatches Gemini queries between Flash and Pro. Includes Python and TypeScript working code, a two-stage design pattern, and seven implementation insights from running it inside an indie wallpaper app.
Gemini API × Slack Bot in Production — Bolt SDK, Thread Context, and Cloud Run Deployment
Build a production-grade AI Slack Bot with Gemini API and Slack Bolt SDK (Python): thread context management, multimodal support, rate limit handling, and Cloud Run deployment.
Gemini Function Calling Isn't Firing: Five Symptoms and Their Causes
Fix Gemini API Function Calling issues fast. This guide covers the most common causes — bad schemas, wrong model, parse errors, and tool selection problems — with step-by-step solutions and working code examples.
Using Gemini API with Rust: A Basics — Text Generation, Streaming & Multimodal Input
Learn how to call the Gemini API from Rust using the reqwest crate. This hands-on guide walks you through text generation, SSE streaming responses, multimodal image input, and multi-turn conversations with complete code examples.
Building Real-Time AI Event Streaming Pipelines with Gemini API and Apache Kafka: Production
A comprehensive guide to designing and implementing production-grade real-time AI pipelines using Apache Kafka and Gemini API. Covers Consumer Group design, backpressure control, circuit breakers, and cost optimization.
Automating App Store Reviews with Gemini API and App Store Connect API: Implementation Notes from Running 50M-Download Apps
Implementation notes for combining Gemini API and App Store Connect API to handle review sentiment analysis, reply drafting, competitor monitoring, and weekly ASO reports in Python. Includes lessons learned from running indie apps with over 50 million cumulative downloads.
Building Voice Agents with Gemini Live API: A Basics
Learn how to build real-time voice agents using Gemini Live API. From setup to implementation examples, this guide covers everything you need to get started.
Building Event-Driven Async AI Pipelines with Gemini API — Pub/Sub, Webhooks, and Queue Integration for Production
A deep dive into designing event-driven asynchronous AI pipelines using Gemini API with Google Cloud Pub/Sub, webhooks, and Redis queues. Includes the design pitfalls and live cost/throughput numbers from running this stack across the four Dolice Labs sites and several iOS/Android apps.
to Gemini API Function Calling: Tool Integration and Practical Usage
A practical deep dive into using Gemini API's Function Calling to give AI real tools and external API access. From design patterns to production implementation, covered systematically.